Category: Uncategorized

November 16, 2025 • Scott Farrell

Why Code-First Agents Beat MCP by 98.7%

Anthropic’s 98.7% Confession: Why Code Execution Beats MCP The company that created the Model Context Protocol just published research showing their own protocol wastes 98.7% of tokens compared to letting…

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November 16, 2025 • Scott Farrell

Discovery Accelerators: The Path to AGI Through Visible Reasoning Systems

Discovery Accelerators: The Path to AGI Through Visible Reasoning Systems Why the next breakthrough in artificial intelligence isn’t bigger models—it’s systems that show you the ideas they rejected A deep…

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November 15, 2025 • Scott Farrell

Why 42% of AI Projects Fail: The Three-Lens Framework for AI Deployment Success

AI Strategy & Organizational Transformation Why 42% of AI Projects Fail (And How the Three-Lens Framework Fixes It) The problem isn’t your technology—it’s the unspoken misalignment between CEO, HR, and…

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November 5, 2025 • Scott Farrell

The Enterprise AI Spectrum: A Systematic Approach to Durable ROI

The Enterprise AI Spectrum: A Systematic Approach to Durable ROI Why organizations achieve lasting AI value by climbing an autonomy ladder incrementally—proving value at each level before advancing—rather than leaping…

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November 4, 2025 • Scott Farrell

Breaking New Ground in AI Agent Automation: AI, Chrome, Vision and OpenAI’s Structured Output

In the ever-evolving landscape of artificial intelligence, one of the most exciting frontiers is the use of AI to navigate and interact with websites as a human would. My latest…

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November 4, 2025 • Scott Farrell

Production-Ready LLM Systems

How to Build Production-Ready AI Agents: A Complete Framework Architecture, observability, and evaluation patterns that separate reliable automation from expensive failures Based on 12-Factor Agents Framework and insights from AI…

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November 4, 2025 • Scott Farrell

The Intelligent RFP: Proposals That Show Their Work

The Intelligent RFP 📚 Want the complete ebook version? Read the full eBook here How Agentic Systems Orchestrate Smart RAG and Compliance Workflows to Transform Proposal Economics TL;DR Agentic RFP…

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November 4, 2025 • Scott Farrell

The Agent Token Manifesto: Welcome to Software 3.0

The Agent Token Manifesto Software 3.0 and the New Era of Autonomous Intelligence Scott Farrell | leverageai.com.au Most business leaders think they understand where AI is heading. They’re wrong—and that…

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November 4, 2025 • Scott Farrell

Pre-Thinking Prompting: Why Your AI Outputs Fail (And How to Fix Them)

The Hidden Architecture of Better AI Reasoning How Pre-Thinking Prompting transforms mediocre AI outputs into systematic problem-solving 12 minute read · Published 2025 TL;DR — Key Takeaways Most AI outputs…

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November 4, 2025 • Scott Farrell

Stop Replacing People, Start Multiplying Them: The AI Augmentation Playbook

Stop Replacing People, Start Multiplying Them: The Complete AI Augmentation Playbook for SMBs 📚 Want the complete ebook version? Read the full eBook here For small business leaders · ~45…

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